Overview
Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 837 |
| Missing cells | 2271 |
| Missing cells (%) | 19.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 360.8 KiB |
| Average record size in memory | 441.4 B |
Variable types
| Numeric | 6 |
|---|---|
| Text | 4 |
| Boolean | 2 |
| Categorical | 2 |
countryCode is highly overall correlated with latitude and 2 other fields | High correlation |
latitude is highly overall correlated with countryCode and 1 other fields | High correlation |
longitude is highly overall correlated with countryCode and 1 other fields | High correlation |
timezone is highly overall correlated with countryCode and 2 other fields | High correlation |
dome is highly imbalanced (80.6%) | Imbalance |
countryCode is highly imbalanced (96.8%) | Imbalance |
capacity has 21 (2.5%) missing values | Missing |
grass has 511 (61.1%) missing values | Missing |
zip has 112 (13.4%) missing values | Missing |
timezone has 523 (62.5%) missing values | Missing |
latitude has 42 (5.0%) missing values | Missing |
longitude has 42 (5.0%) missing values | Missing |
elevation has 504 (60.2%) missing values | Missing |
constructionYear has 506 (60.5%) missing values | Missing |
id has unique values | Unique |
capacity has 46 (5.5%) zeros | Zeros |
Reproduction
| Analysis started | 2025-12-08 06:34:56.492975 |
|---|---|
| Analysis finished | 2025-12-08 06:34:57.942439 |
| Duration | 1.45 second |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
id
Real number (ℝ)
Unique
| Distinct | 837 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4870.6213 |
| Minimum | 36 |
|---|---|
| Maximum | 11724 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 36 |
|---|---|
| 5-th percentile | 3607.8 |
| Q1 | 3794 |
| median | 4463 |
| Q3 | 5925 |
| 95-th percentile | 6288.8 |
| Maximum | 11724 |
| Range | 11688 |
| Interquartile range (IQR) | 2131 |
Descriptive statistics
| Standard deviation | 1477.2522 |
|---|---|
| Coefficient of variation (CV) | 0.30329852 |
| Kurtosis | 4.020678 |
| Mean | 4870.6213 |
| Median Absolute Deviation (MAD) | 842 |
| Skewness | 0.72205148 |
| Sum | 4076710 |
| Variance | 2182274.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5938 | 1 | 0.1% |
| 3920 | 1 | 0.1% |
| 6054 | 1 | 0.1% |
| 4753 | 1 | 0.1% |
| 6068 | 1 | 0.1% |
| 5785 | 1 | 0.1% |
| 6077 | 1 | 0.1% |
| 4440 | 1 | 0.1% |
| 3800 | 1 | 0.1% |
| 6031 | 1 | 0.1% |
| Other values (827) | 827 |
| Value | Count | Frequency (%) |
| 36 | 1 | |
| 150 | 1 | |
| 218 | 1 | |
| 347 | 1 | |
| 453 | 1 | |
| 477 | 1 | |
| 499 | 1 | |
| 538 | 1 | |
| 587 | 1 | |
| 716 | 1 |
| Value | Count | Frequency (%) |
| 11724 | 1 | |
| 11723 | 1 | |
| 11712 | 1 | |
| 11591 | 1 | |
| 11589 | 1 | |
| 11539 | 1 | |
| 11488 | 1 | |
| 10803 | 1 | |
| 10465 | 1 | |
| 10463 | 1 |
name
Text
| Distinct | 829 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 56.2 KiB |
Length
| Max length | 55 |
|---|---|
| Median length | 40 |
| Mean length | 19.645161 |
| Min length | 8 |
Unique
| Unique | 823 ? |
|---|---|
| Unique (%) | 98.3% |
Sample
| 1st row | Al Whitehead Field at Greyhound Stadium |
|---|---|
| 2nd row | FIU Stadium |
| 3rd row | Thomas A. Robinson National Stadium |
| 4th row | Lokken Stadium |
| 5th row | Garrison Stadium |
| Value | Count | Frequency (%) |
| stadium | 583 | |
| field | 217 | 8.9% |
| memorial | 49 | 2.0% |
| at | 44 | 1.8% |
| complex | 21 | 0.9% |
| bowl | 18 | 0.7% |
| alumni | 16 | 0.7% |
| athletic | 15 | 0.6% |
| park | 13 | 0.5% |
| bank | 12 | 0.5% |
| Other values (1040) | 1449 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1600 | 9.7% | |
| i | 1387 | 8.4% |
| a | 1319 | 8.0% |
| e | 1127 | 6.9% |
| t | 1048 | 6.4% |
| d | 1022 | 6.2% |
| m | 831 | 5.1% |
| l | 814 | 5.0% |
| u | 769 | 4.7% |
| S | 724 | 4.4% |
| Other values (54) | 5802 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16443 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1600 | 9.7% | |
| i | 1387 | 8.4% |
| a | 1319 | 8.0% |
| e | 1127 | 6.9% |
| t | 1048 | 6.4% |
| d | 1022 | 6.2% |
| m | 831 | 5.1% |
| l | 814 | 5.0% |
| u | 769 | 4.7% |
| S | 724 | 4.4% |
| Other values (54) | 5802 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16443 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1600 | 9.7% | |
| i | 1387 | 8.4% |
| a | 1319 | 8.0% |
| e | 1127 | 6.9% |
| t | 1048 | 6.4% |
| d | 1022 | 6.2% |
| m | 831 | 5.1% |
| l | 814 | 5.0% |
| u | 769 | 4.7% |
| S | 724 | 4.4% |
| Other values (54) | 5802 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16443 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1600 | 9.7% | |
| i | 1387 | 8.4% |
| a | 1319 | 8.0% |
| e | 1127 | 6.9% |
| t | 1048 | 6.4% |
| d | 1022 | 6.2% |
| m | 831 | 5.1% |
| l | 814 | 5.0% |
| u | 769 | 4.7% |
| S | 724 | 4.4% |
| Other values (54) | 5802 |
capacity
Real number (ℝ)
Missing Zeros
| Distinct | 335 |
|---|---|
| Distinct (%) | 41.1% |
| Missing | 21 |
| Missing (%) | 2.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16920.545 |
| Minimum | 0 |
|---|---|
| Maximum | 162000 |
| Zeros | 46 |
| Zeros (%) | 5.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3000 |
| median | 6000 |
| Q3 | 20029.5 |
| 95-th percentile | 70243.75 |
| Maximum | 162000 |
| Range | 162000 |
| Interquartile range (IQR) | 17029.5 |
Descriptive statistics
| Standard deviation | 23377.212 |
|---|---|
| Coefficient of variation (CV) | 1.3815874 |
| Kurtosis | 4.0702278 |
| Mean | 16920.545 |
| Median Absolute Deviation (MAD) | 4000 |
| Skewness | 2.0351191 |
| Sum | 13807165 |
| Variance | 5.4649404 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 46 | 5.5% |
| 4000 | 40 | 4.8% |
| 5000 | 39 | 4.7% |
| 3000 | 36 | 4.3% |
| 10000 | 33 | 3.9% |
| 3500 | 31 | 3.7% |
| 2500 | 29 | 3.5% |
| 2000 | 22 | 2.6% |
| 6000 | 21 | 2.5% |
| 4500 | 13 | 1.6% |
| Other values (325) | 506 | |
| (Missing) | 21 | 2.5% |
| Value | Count | Frequency (%) |
| 0 | 46 | |
| 75 | 1 | 0.1% |
| 600 | 1 | 0.1% |
| 763 | 1 | 0.1% |
| 800 | 3 | 0.4% |
| 1000 | 10 | 1.2% |
| 1050 | 1 | 0.1% |
| 1100 | 2 | 0.2% |
| 1200 | 8 | 1.0% |
| 1250 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 162000 | 1 | |
| 107601 | 1 | |
| 106572 | 1 | |
| 102780 | 1 | |
| 102733 | 1 | |
| 102455 | 1 | |
| 102321 | 1 | |
| 101821 | 1 | |
| 100119 | 1 | |
| 100000 | 1 |
grass
Boolean
Missing
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 511 |
| Missing (%) | 61.1% |
| Memory size | 27.6 KiB |
| False | |
|---|---|
| True | |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 246 | |
| True | 80 | 9.6% |
| (Missing) | 511 |
dome
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 3 |
| Missing (%) | 0.4% |
| Memory size | 29.5 KiB |
| False | |
|---|---|
| True | 25 |
| (Missing) | 3 |
| Value | Count | Frequency (%) |
| False | 809 | |
| True | 25 | 3.0% |
| (Missing) | 3 | 0.4% |
city
Text
| Distinct | 613 |
|---|---|
| Distinct (%) | 73.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.3 KiB |
Length
| Max length | 21 |
|---|---|
| Median length | 16 |
| Mean length | 8.7634409 |
| Min length | 3 |
Unique
| Unique | 468 ? |
|---|---|
| Unique (%) | 55.9% |
Sample
| 1st row | Portales |
|---|---|
| 2nd row | Miami |
| 3rd row | Nassau |
| 4th row | Valley City |
| 5th row | Murfreesboro |
| Value | Count | Frequency (%) |
| city | 16 | 1.6% |
| saint | 14 | 1.4% |
| new | 11 | 1.1% |
| san | 11 | 1.1% |
| atlanta | 7 | 0.7% |
| chicago | 7 | 0.7% |
| washington | 7 | 0.7% |
| houston | 7 | 0.7% |
| west | 7 | 0.7% |
| jacksonville | 6 | 0.6% |
| Other values (631) | 919 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 678 | 9.2% |
| a | 615 | 8.4% |
| n | 594 | 8.1% |
| o | 551 | 7.5% |
| i | 488 | 6.7% |
| l | 478 | 6.5% |
| r | 451 | 6.1% |
| t | 405 | 5.5% |
| s | 340 | 4.6% |
| u | 194 | 2.6% |
| Other values (43) | 2541 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7335 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 678 | 9.2% |
| a | 615 | 8.4% |
| n | 594 | 8.1% |
| o | 551 | 7.5% |
| i | 488 | 6.7% |
| l | 478 | 6.5% |
| r | 451 | 6.1% |
| t | 405 | 5.5% |
| s | 340 | 4.6% |
| u | 194 | 2.6% |
| Other values (43) | 2541 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7335 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 678 | 9.2% |
| a | 615 | 8.4% |
| n | 594 | 8.1% |
| o | 551 | 7.5% |
| i | 488 | 6.7% |
| l | 478 | 6.5% |
| r | 451 | 6.1% |
| t | 405 | 5.5% |
| s | 340 | 4.6% |
| u | 194 | 2.6% |
| Other values (43) | 2541 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7335 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 678 | 9.2% |
| a | 615 | 8.4% |
| n | 594 | 8.1% |
| o | 551 | 7.5% |
| i | 488 | 6.7% |
| l | 478 | 6.5% |
| r | 451 | 6.1% |
| t | 405 | 5.5% |
| s | 340 | 4.6% |
| u | 194 | 2.6% |
| Other values (43) | 2541 |
state
Text
| Distinct | 52 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 4 |
| Missing (%) | 0.5% |
| Memory size | 41.7 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.0012005 |
| Min length | 2 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | NM |
|---|---|
| 2nd row | FL |
| 3rd row | ND |
| 4th row | TN |
| 5th row | GA |
| Value | Count | Frequency (%) |
| tx | 59 | 7.1% |
| pa | 57 | 6.8% |
| oh | 44 | 5.3% |
| nc | 37 | 4.4% |
| ny | 35 | 4.2% |
| il | 34 | 4.1% |
| ma | 32 | 3.8% |
| mn | 28 | 3.4% |
| ca | 27 | 3.2% |
| va | 27 | 3.2% |
| Other values (42) | 453 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 250 | |
| N | 184 | |
| M | 143 | 8.6% |
| I | 129 | 7.7% |
| C | 111 | 6.7% |
| T | 102 | 6.1% |
| O | 100 | 6.0% |
| L | 97 | 5.8% |
| X | 59 | 3.5% |
| P | 57 | 3.4% |
| Other values (15) | 435 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1667 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 250 | |
| N | 184 | |
| M | 143 | 8.6% |
| I | 129 | 7.7% |
| C | 111 | 6.7% |
| T | 102 | 6.1% |
| O | 100 | 6.0% |
| L | 97 | 5.8% |
| X | 59 | 3.5% |
| P | 57 | 3.4% |
| Other values (15) | 435 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1667 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 250 | |
| N | 184 | |
| M | 143 | 8.6% |
| I | 129 | 7.7% |
| C | 111 | 6.7% |
| T | 102 | 6.1% |
| O | 100 | 6.0% |
| L | 97 | 5.8% |
| X | 59 | 3.5% |
| P | 57 | 3.4% |
| Other values (15) | 435 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1667 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 250 | |
| N | 184 | |
| M | 143 | 8.6% |
| I | 129 | 7.7% |
| C | 111 | 6.7% |
| T | 102 | 6.1% |
| O | 100 | 6.0% |
| L | 97 | 5.8% |
| X | 59 | 3.5% |
| P | 57 | 3.4% |
| Other values (15) | 435 |
zip
Text
Missing
| Distinct | 665 |
|---|---|
| Distinct (%) | 91.7% |
| Missing | 112 |
| Missing (%) | 13.4% |
| Memory size | 41.9 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Unique
| Unique | 614 ? |
|---|---|
| Unique (%) | 84.7% |
Sample
| 1st row | 88130 |
|---|---|
| 2nd row | 33199 |
| 3rd row | 11545 |
| 4th row | 40324 |
| 5th row | 29108 |
| Value | Count | Frequency (%) |
| 01613 | 4 | 0.6% |
| 60022 | 3 | 0.4% |
| 55811 | 3 | 0.4% |
| 20549 | 3 | 0.4% |
| 56087 | 3 | 0.4% |
| 55488 | 3 | 0.4% |
| 30315 | 3 | 0.4% |
| 71998 | 3 | 0.4% |
| 27401 | 2 | 0.3% |
| 65251 | 2 | 0.3% |
| Other values (656) | 697 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 525 | |
| 1 | 465 | |
| 2 | 445 | |
| 7 | 349 | |
| 3 | 337 | |
| 4 | 337 | |
| 5 | 332 | |
| 6 | 313 | |
| 8 | 265 | |
| 9 | 228 | |
| Other values (3) | 29 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3625 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 525 | |
| 1 | 465 | |
| 2 | 445 | |
| 7 | 349 | |
| 3 | 337 | |
| 4 | 337 | |
| 5 | 332 | |
| 6 | 313 | |
| 8 | 265 | |
| 9 | 228 | |
| Other values (3) | 29 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3625 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 525 | |
| 1 | 465 | |
| 2 | 445 | |
| 7 | 349 | |
| 3 | 337 | |
| 4 | 337 | |
| 5 | 332 | |
| 6 | 313 | |
| 8 | 265 | |
| 9 | 228 | |
| Other values (3) | 29 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3625 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 525 | |
| 1 | 465 | |
| 2 | 445 | |
| 7 | 349 | |
| 3 | 337 | |
| 4 | 337 | |
| 5 | 332 | |
| 6 | 313 | |
| 8 | 265 | |
| 9 | 228 | |
| Other values (3) | 29 | 0.8% |
countryCode
Categorical
High correlation Imbalance
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 3 |
| Missing (%) | 0.4% |
| Memory size | 41.8 KiB |
| US | |
|---|---|
| IE | 2 |
| AU | 2 |
| BS | 1 |
| USA | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.001199 |
| Min length | 2 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | US |
|---|---|
| 2nd row | US |
| 3rd row | BS |
| 4th row | US |
| 5th row | US |
Common Values
| Value | Count | Frequency (%) |
| US | 828 | |
| IE | 2 | 0.2% |
| AU | 2 | 0.2% |
| BS | 1 | 0.1% |
| USA | 1 | 0.1% |
| (Missing) | 3 | 0.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| us | 828 | |
| ie | 2 | 0.2% |
| au | 2 | 0.2% |
| bs | 1 | 0.1% |
| usa | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 831 | |
| S | 830 | |
| A | 3 | 0.2% |
| I | 2 | 0.1% |
| E | 2 | 0.1% |
| B | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1669 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| U | 831 | |
| S | 830 | |
| A | 3 | 0.2% |
| I | 2 | 0.1% |
| E | 2 | 0.1% |
| B | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1669 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| U | 831 | |
| S | 830 | |
| A | 3 | 0.2% |
| I | 2 | 0.1% |
| E | 2 | 0.1% |
| B | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1669 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| U | 831 | |
| S | 830 | |
| A | 3 | 0.2% |
| I | 2 | 0.1% |
| E | 2 | 0.1% |
| B | 1 | 0.1% |
timezone
Categorical
High correlation Missing
| Distinct | 11 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 523 |
| Missing (%) | 62.5% |
| Memory size | 48.7 KiB |
| America/New_York | |
|---|---|
| America/Chicago | |
| America/Los_Angeles | |
| America/Denver | |
| America/Detroit | 8 |
| Other values (6) |
Length
| Max length | 28 |
|---|---|
| Median length | 27 |
| Mean length | 16.031847 |
| Min length | 13 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | America/New_York |
|---|---|
| 2nd row | America/New_York |
| 3rd row | America/New_York |
| 4th row | America/Chicago |
| 5th row | America/Los_Angeles |
Common Values
| Value | Count | Frequency (%) |
| America/New_York | 139 | 16.6% |
| America/Chicago | 107 | 12.8% |
| America/Los_Angeles | 25 | 3.0% |
| America/Denver | 17 | 2.0% |
| America/Detroit | 8 | 1.0% |
| America/Indiana/Indianapolis | 7 | 0.8% |
| America/Phoenix | 5 | 0.6% |
| Australia/Sydney | 2 | 0.2% |
| America/Boise | 2 | 0.2% |
| Pacific/Honolulu | 1 | 0.1% |
| (Missing) | 523 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| america/new_york | 139 | |
| america/chicago | 107 | |
| america/los_angeles | 25 | 8.0% |
| america/denver | 17 | 5.4% |
| america/detroit | 8 | 2.5% |
| america/indiana/indianapolis | 7 | 2.2% |
| america/phoenix | 5 | 1.6% |
| australia/sydney | 2 | 0.6% |
| america/boise | 2 | 0.6% |
| pacific/honolulu | 1 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 553 | |
| r | 477 | 9.5% |
| i | 460 | 9.1% |
| a | 451 | 9.0% |
| c | 421 | 8.4% |
| A | 338 | 6.7% |
| / | 322 | 6.4% |
| m | 311 | 6.2% |
| o | 296 | 5.9% |
| _ | 164 | 3.3% |
| Other values (26) | 1241 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5034 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 553 | |
| r | 477 | 9.5% |
| i | 460 | 9.1% |
| a | 451 | 9.0% |
| c | 421 | 8.4% |
| A | 338 | 6.7% |
| / | 322 | 6.4% |
| m | 311 | 6.2% |
| o | 296 | 5.9% |
| _ | 164 | 3.3% |
| Other values (26) | 1241 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5034 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 553 | |
| r | 477 | 9.5% |
| i | 460 | 9.1% |
| a | 451 | 9.0% |
| c | 421 | 8.4% |
| A | 338 | 6.7% |
| / | 322 | 6.4% |
| m | 311 | 6.2% |
| o | 296 | 5.9% |
| _ | 164 | 3.3% |
| Other values (26) | 1241 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5034 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 553 | |
| r | 477 | 9.5% |
| i | 460 | 9.1% |
| a | 451 | 9.0% |
| c | 421 | 8.4% |
| A | 338 | 6.7% |
| / | 322 | 6.4% |
| m | 311 | 6.2% |
| o | 296 | 5.9% |
| _ | 164 | 3.3% |
| Other values (26) | 1241 |
latitude
Real number (ℝ)
High correlation Missing
| Distinct | 742 |
|---|---|
| Distinct (%) | 93.3% |
| Missing | 42 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.187433 |
| Minimum | -33.888907 |
|---|---|
| Maximum | 53.33523 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2 |
| Negative (%) | 0.2% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | -33.888907 |
|---|---|
| 5-th percentile | 30.076729 |
| Q1 | 34.797225 |
| median | 39.343978 |
| Q3 | 41.852307 |
| 95-th percentile | 45.027096 |
| Maximum | 53.33523 |
| Range | 87.224137 |
| Interquartile range (IQR) | 7.0550818 |
Descriptive statistics
| Standard deviation | 5.9684259 |
|---|---|
| Coefficient of variation (CV) | 0.15629293 |
| Kurtosis | 52.023037 |
| Mean | 38.187433 |
| Median Absolute Deviation (MAD) | 3.2406995 |
| Skewness | -4.5868781 |
| Sum | 30359.009 |
| Variance | 35.622108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 42.2625621 | 4 | 0.5% |
| 41.8755616 | 4 | 0.5% |
| 44.9497487 | 4 | 0.5% |
| 46.7729322 | 3 | 0.4% |
| 42.1018764 | 3 | 0.4% |
| 34.1209292 | 3 | 0.4% |
| 38.8950368 | 3 | 0.4% |
| 37.7342962 | 2 | 0.2% |
| 46.8739081 | 2 | 0.2% |
| 42.5006243 | 2 | 0.2% |
| Other values (732) | 765 | |
| (Missing) | 42 | 5.0% |
| Value | Count | Frequency (%) |
| -33.888907 | 1 | |
| -33.846991 | 1 | |
| 21.294294 | 1 | |
| 21.3728014 | 1 | |
| 25.055569 | 1 | |
| 25.71414555 | 1 | |
| 25.7525014 | 1 | |
| 25.778056 | 1 | |
| 25.9579665 | 1 | |
| 26.1421976 | 1 |
| Value | Count | Frequency (%) |
| 53.33523 | 1 | |
| 48.3605336 | 1 | |
| 48.23251 | 1 | |
| 47.910622 | 1 | |
| 47.7739988 | 1 | |
| 47.6571934 | 1 | |
| 47.6503235 | 1 | |
| 47.595217 | 1 | |
| 47.49278 | 1 | |
| 47.4785418 | 1 |
longitude
Real number (ℝ)
High correlation Missing
| Distinct | 742 |
|---|---|
| Distinct (%) | 93.3% |
| Missing | 42 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -87.36896 |
| Minimum | -157.92996 |
|---|---|
| Maximum | 151.22534 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 793 |
| Negative (%) | 94.7% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | -157.92996 |
|---|---|
| 5-th percentile | -117.71978 |
| Q1 | -93.875237 |
| median | -85.483656 |
| Q3 | -79.095068 |
| 95-th percentile | -71.938034 |
| Maximum | 151.22534 |
| Range | 309.15531 |
| Interquartile range (IQR) | 14.780169 |
Descriptive statistics
| Standard deviation | 17.79547 |
|---|---|
| Coefficient of variation (CV) | -0.20368184 |
| Kurtosis | 81.005853 |
| Mean | -87.36896 |
| Median Absolute Deviation (MAD) | 7.570128 |
| Skewness | 5.6426477 |
| Sum | -69458.323 |
| Variance | 316.67876 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -71.8018877 | 4 | 0.5% |
| -87.6244212 | 4 | 0.5% |
| -93.0931028 | 4 | 0.5% |
| -92.1251218 | 3 | 0.4% |
| -72.5886727 | 3 | 0.4% |
| -93.053784 | 3 | 0.4% |
| -77.0365427 | 3 | 0.4% |
| -79.3539292 | 2 | 0.2% |
| -96.7538674 | 2 | 0.2% |
| -90.6647985 | 2 | 0.2% |
| Other values (732) | 765 | |
| (Missing) | 42 | 5.0% |
| Value | Count | Frequency (%) |
| -157.9299645 | 1 | |
| -157.819338 | 1 | |
| -123.2814341 | 1 | |
| -123.2290777 | 1 | |
| -123.194463 | 1 | |
| -123.1114405 | 2 | |
| -123.0684883 | 1 | |
| -123.033121 | 1 | |
| -122.972751 | 1 | |
| -122.90694 | 1 |
| Value | Count | Frequency (%) |
| 151.225343 | 1 | |
| 151.063435 | 1 | |
| -6.228447 | 1 | |
| -68.6724718 | 1 | |
| -68.7778138 | 1 | |
| -68.79982 | 1 | |
| -69.6317121 | 1 | |
| -69.9653278 | 1 | |
| -70.2147764 | 1 | |
| -70.2548596 | 1 |
elevation
Real number (ℝ)
Missing
| Distinct | 333 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 504 |
| Missing (%) | 60.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 249.41071 |
| Minimum | -81.603639 |
|---|---|
| Maximum | 2200.1536 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 1 |
| Negative (%) | 0.1% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | -81.603639 |
|---|---|
| 5-th percentile | 3.4288105 |
| Q1 | 33.873486 |
| median | 154.43466 |
| Q3 | 270.71487 |
| 95-th percentile | 1281.0218 |
| Maximum | 2200.1536 |
| Range | 2281.7572 |
| Interquartile range (IQR) | 236.84139 |
Descriptive statistics
| Standard deviation | 371.39436 |
|---|---|
| Coefficient of variation (CV) | 1.4890875 |
| Kurtosis | 9.2145387 |
| Mean | 249.41071 |
| Median Absolute Deviation (MAD) | 118.48904 |
| Skewness | 2.969211 |
| Sum | 83053.766 |
| Variance | 137933.77 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 22.998209 | 1 | 0.1% |
| 3.613628864 | 1 | 0.1% |
| 44.97250748 | 1 | 0.1% |
| 241.248764 | 1 | 0.1% |
| 19.0564537 | 1 | 0.1% |
| 103.0028152 | 1 | 0.1% |
| 1528.4 | 1 | 0.1% |
| 1634.041138 | 1 | 0.1% |
| 230.0660553 | 1 | 0.1% |
| 190.365509 | 1 | 0.1% |
| Other values (323) | 323 | |
| (Missing) | 504 |
| Value | Count | Frequency (%) |
| -81.603639 | 1 | |
| 0 | 1 | |
| 0.508185744 | 1 | |
| 1.336527586 | 1 | |
| 1.68149209 | 1 | |
| 1.718581796 | 1 | |
| 1.853350639 | 1 | |
| 1.96428895 | 1 | |
| 2.264276505 | 1 | |
| 2.574624538 | 1 |
| Value | Count | Frequency (%) |
| 2200.153564 | 1 | |
| 2097.884766 | 1 | |
| 2024.875732 | 1 | |
| 1763.97644 | 1 | |
| 1634.041138 | 1 | |
| 1583.532593 | 1 | |
| 1574.920898 | 1 | |
| 1554.471924 | 1 | |
| 1528.4 | 1 | |
| 1507.508667 | 1 |
constructionYear
Real number (ℝ)
Missing
| Distinct | 100 |
|---|---|
| Distinct (%) | 30.2% |
| Missing | 506 |
| Missing (%) | 60.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1968.1692 |
| Minimum | 1884 |
|---|---|
| Maximum | 2022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 1884 |
|---|---|
| 5-th percentile | 1922 |
| Q1 | 1939 |
| median | 1969 |
| Q3 | 1998 |
| 95-th percentile | 2013 |
| Maximum | 2022 |
| Range | 138 |
| Interquartile range (IQR) | 59 |
Descriptive statistics
| Standard deviation | 31.719821 |
|---|---|
| Coefficient of variation (CV) | 0.01611641 |
| Kurtosis | -1.1057887 |
| Mean | 1968.1692 |
| Median Absolute Deviation (MAD) | 29 |
| Skewness | -0.19599149 |
| Sum | 651464 |
| Variance | 1006.147 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1924 | 10 | 1.2% |
| 1967 | 8 | 1.0% |
| 1998 | 8 | 1.0% |
| 1950 | 7 | 0.8% |
| 1966 | 7 | 0.8% |
| 1923 | 7 | 0.8% |
| 1968 | 7 | 0.8% |
| 1993 | 7 | 0.8% |
| 1969 | 6 | 0.7% |
| 1930 | 6 | 0.7% |
| Other values (90) | 258 | |
| (Missing) | 506 |
| Value | Count | Frequency (%) |
| 1884 | 1 | 0.1% |
| 1895 | 1 | 0.1% |
| 1903 | 1 | 0.1% |
| 1912 | 1 | 0.1% |
| 1913 | 1 | 0.1% |
| 1914 | 2 | |
| 1915 | 3 | |
| 1917 | 1 | 0.1% |
| 1919 | 2 | |
| 1920 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 2022 | 1 | 0.1% |
| 2017 | 6 | |
| 2016 | 3 | |
| 2015 | 1 | 0.1% |
| 2014 | 5 | |
| 2013 | 3 | |
| 2012 | 6 | |
| 2011 | 3 | |
| 2010 | 6 | |
| 2009 | 4 |
Interactions
Correlations
| capacity | constructionYear | countryCode | dome | elevation | grass | id | latitude | longitude | timezone | |
|---|---|---|---|---|---|---|---|---|---|---|
| capacity | 1.000 | -0.237 | 0.162 | 0.254 | -0.004 | 0.352 | -0.472 | -0.269 | -0.157 | 0.049 |
| constructionYear | -0.237 | 1.000 | 0.276 | 0.161 | -0.048 | 0.195 | 0.138 | -0.074 | 0.016 | 0.000 |
| countryCode | 0.162 | 0.276 | 1.000 | 0.000 | 0.000 | 0.174 | 0.203 | 0.610 | 0.815 | 0.985 |
| dome | 0.254 | 0.161 | 0.000 | 1.000 | 0.162 | 0.011 | 0.319 | 0.061 | 0.137 | 0.335 |
| elevation | -0.004 | -0.048 | 0.000 | 0.162 | 1.000 | 0.000 | -0.003 | 0.284 | -0.334 | 0.332 |
| grass | 0.352 | 0.195 | 0.174 | 0.011 | 0.000 | 1.000 | 0.155 | 0.193 | 0.142 | 0.000 |
| id | -0.472 | 0.138 | 0.203 | 0.319 | -0.003 | 0.155 | 1.000 | 0.126 | 0.027 | 0.142 |
| latitude | -0.269 | -0.074 | 0.610 | 0.061 | 0.284 | 0.193 | 0.126 | 1.000 | 0.182 | 0.591 |
| longitude | -0.157 | 0.016 | 0.815 | 0.137 | -0.334 | 0.142 | 0.027 | 0.182 | 1.000 | 0.929 |
| timezone | 0.049 | 0.000 | 0.985 | 0.335 | 0.332 | 0.000 | 0.142 | 0.591 | 0.929 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| id | name | capacity | grass | dome | city | state | zip | countryCode | timezone | latitude | longitude | elevation | constructionYear | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5938 | Al Whitehead Field at Greyhound Stadium | 4000.0 | NaN | False | Portales | NM | 88130 | US | NaN | 34.186192 | -103.334397 | NaN | NaN |
| 1 | 218 | FIU Stadium | 20000.0 | False | False | Miami | FL | 33199 | US | America/New_York | 25.752501 | -80.377891 | 1.718582 | 1995.0 |
| 2 | 4779 | Thomas A. Robinson National Stadium | 15000.0 | True | False | Nassau | NaN | NaN | BS | NaN | 25.055569 | -77.358736 | 3.182889 | 1981.0 |
| 3 | 11591 | Lokken Stadium | NaN | NaN | False | Valley City | ND | NaN | US | NaN | NaN | NaN | NaN | NaN |
| 4 | 5220 | Garrison Stadium | 5000.0 | NaN | False | Murfreesboro | TN | NaN | US | NaN | 36.434053 | -77.098431 | 18.691170 | 2007.0 |
| 5 | 3884 | RAM Stadium | NaN | NaN | False | East Point | GA | NaN | US | NaN | NaN | NaN | NaN | NaN |
| 6 | 11589 | Hinchliffe Stadium | NaN | NaN | True | Paterson | NJ | NaN | US | NaN | NaN | NaN | NaN | NaN |
| 7 | 6043 | Bethpage Federal Credit Union Stadium | 6000.0 | False | False | Brookville | NY | 11545 | US | America/New_York | 40.816284 | -73.589546 | 236.000000 | 1966.0 |
| 8 | 11539 | Charlotte & Gordon Hansen Stadium | NaN | NaN | False | Jamestown | ND | NaN | US | NaN | NaN | NaN | NaN | NaN |
| 9 | 11488 | Centreville Bank Stadium | NaN | True | NaN | Pawtucket | RI | NaN | USA | NaN | NaN | NaN | NaN | NaN |
| id | name | capacity | grass | dome | city | state | zip | countryCode | timezone | latitude | longitude | elevation | constructionYear | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 827 | 3958 | Tiger Stadium (LA) | 102321.0 | True | False | Baton Rouge | LA | 70803 | US | America/Chicago | 30.412035 | -91.183816 | 7.640735 | 1924.0 |
| 828 | 3825 | DATCU Stadium | 30850.0 | False | False | Denton | TX | 76210 | US | America/Chicago | 33.203899 | -97.159245 | 198.687195 | 2011.0 |
| 829 | 3836 | Memorial Stadium (Clemson, SC) | 81500.0 | True | False | Clemson | SC | 29634 | US | America/New_York | 34.678774 | -82.843243 | 205.645218 | 1942.0 |
| 830 | 3660 | Valley Children's Stadium | 41031.0 | False | False | Fresno | CA | 93740 | US | America/Los_Angeles | 36.814353 | -119.758009 | 102.564064 | 1980.0 |
| 831 | 3887 | Razorback Stadium | 80000.0 | False | False | Fayetteville | AR | 72702 | US | America/Chicago | 36.068066 | -94.178953 | 403.797241 | 1938.0 |
| 832 | 3622 | GEHA Field at Arrowhead Stadium | 76416.0 | True | False | Kansas City | MO | 64129 | US | America/Chicago | 39.048889 | -94.483889 | 256.798584 | 1972.0 |
| 833 | 10803 | Pen-Air Field | NaN | NaN | False | Pensacola | FL | NaN | US | NaN | NaN | NaN | NaN | NaN |
| 834 | 10460 | Betty T. Ferguson Recreational Complex | NaN | True | NaN | Miami Gardens | FL | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 835 | 6006 | Robert and Janet Vackar Stadium | NaN | NaN | False | Edinburg | TX | NaN | US | NaN | NaN | NaN | NaN | NaN |
| 836 | 3697 | Doak Campbell Stadium | 67277.0 | True | False | Tallahassee | FL | 32306 | US | America/New_York | 30.438169 | -84.304403 | 19.559425 | 1950.0 |